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Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Jul 26, 2023 · Artificial Intelligence

Building and Training a Fully Connected Neural Network for Fashion-MNIST Classification with PyTorch

This tutorial demonstrates how to download the Fashion‑MNIST dataset, build a four‑layer fully connected neural network with PyTorch, and train it using loss functions, Adam optimizer, learning‑rate strategies, and Dropout to achieve high‑accuracy multi‑class image classification.

AdamDeep LearningDropout
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Building and Training a Fully Connected Neural Network for Fashion-MNIST Classification with PyTorch